| Number of Variables | 12 |
|---|---|
| Number of Rows | 2968 |
| Missing Cells | 0 |
| Missing Cells (%) | 0.0% |
| Duplicate Rows | 0 |
| Duplicate Rows (%) | 0.0% |
| Total Size in Memory | 301.4 KB |
| Average Row Size in Memory | 104.0 B |
| Variable Types |
|
| qtde_products and avg_recency_days have similar distributions | Similar Distribution |
|---|---|
| gross_revenue is skewed | Skewed |
| recency_days is skewed | Skewed |
| qtde_invoices is skewed | Skewed |
| qtde_items is skewed | Skewed |
| qtde_products is skewed | Skewed |
| avg_ticket is skewed | Skewed |
| frequency is skewed | Skewed |
| qtde_returns is skewed | Skewed |
| avg_basket_size is skewed | Skewed |
| avg_unique_basket_size is skewed | Skewed |
|---|---|
| qtde_returns has 1481 (49.9%) zeros | Zeros |
numerical
| Approximate Distinct Count | 2968 |
|---|---|
| Approximate Unique (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Memory Size | 46.4 KB |
| Mean | 15270.377 |
| Minimum | 12347 |
| Maximum | 18287 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negatives | 0 |
| Negatives (%) | 0.0% |
| Minimum | 12347 |
|---|---|
| 5-th Percentile | 12619.35 |
| Q1 | 13798.75 |
| Median | 15220.5 |
| Q3 | 16768.5 |
| 95-th Percentile | 17964.65 |
| Maximum | 18287 |
| Range | 5940 |
| IQR | 2969.75 |
| Mean | 15270.377 |
|---|---|
| Standard Deviation | 1719.1445 |
| Variance | 2.9555e+06 |
| Sum | 4.5322e+07 |
| Skewness | 0.03218 |
| Kurtosis | -1.2062 |
| Coefficient of Variation | 0.1126 |
numerical
| Approximate Distinct Count | 2953 |
|---|---|
| Approximate Unique (%) | 99.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Memory Size | 46.4 KB |
| Mean | 2693.4851 |
| Minimum | 6.2 |
| Maximum | 279138.02 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negatives | 0 |
| Negatives (%) | 0.0% |
| Minimum | 6.2 |
|---|---|
| 5-th Percentile | 229.7325 |
| Q1 | 570.845 |
| Median | 1085.51 |
| Q3 | 2306.905 |
| 95-th Percentile | 7169.562 |
| Maximum | 279138.02 |
| Range | 279131.82 |
| IQR | 1736.06 |
| Mean | 2693.4851 |
|---|---|
| Standard Deviation | 10135.4653 |
| Variance | 1.0273e+08 |
| Sum | 7.9943e+06 |
| Skewness | 17.6265 |
| Kurtosis | 396.6303 |
| Coefficient of Variation | 3.763 |
numerical
| Approximate Distinct Count | 272 |
|---|---|
| Approximate Unique (%) | 9.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Memory Size | 46.4 KB |
| Mean | 64.3093 |
| Minimum | 0 |
| Maximum | 373 |
| Zeros | 33 |
| Zeros (%) | 1.1% |
| Negatives | 0 |
| Negatives (%) | 0.0% |
| Minimum | 0 |
|---|---|
| 5-th Percentile | 2 |
| Q1 | 11 |
| Median | 31 |
| Q3 | 81 |
| 95-th Percentile | 242 |
| Maximum | 373 |
| Range | 373 |
| IQR | 70 |
| Mean | 64.3093 |
|---|---|
| Standard Deviation | 77.7609 |
| Variance | 6046.7611 |
| Sum | 190870 |
| Skewness | 1.7971 |
| Kurtosis | 2.7698 |
| Coefficient of Variation | 1.2092 |
numerical
| Approximate Distinct Count | 56 |
|---|---|
| Approximate Unique (%) | 1.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Memory Size | 46.4 KB |
| Mean | 5.7244 |
| Minimum | 1 |
| Maximum | 206 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negatives | 0 |
| Negatives (%) | 0.0% |
| Minimum | 1 |
|---|---|
| 5-th Percentile | 1 |
| Q1 | 2 |
| Median | 4 |
| Q3 | 6 |
| 95-th Percentile | 17 |
| Maximum | 206 |
| Range | 205 |
| IQR | 4 |
| Mean | 5.7244 |
|---|---|
| Standard Deviation | 8.8578 |
| Variance | 78.4599 |
| Sum | 16990 |
| Skewness | 10.7601 |
| Kurtosis | 190.463 |
| Coefficient of Variation | 1.5474 |
numerical
| Approximate Distinct Count | 1670 |
|---|---|
| Approximate Unique (%) | 56.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Memory Size | 46.4 KB |
| Mean | 1582.1044 |
| Minimum | 1 |
| Maximum | 196844 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negatives | 0 |
| Negatives (%) | 0.0% |
| Minimum | 1 |
|---|---|
| 5-th Percentile | 102.35 |
| Q1 | 296 |
| Median | 640 |
| Q3 | 1399.5 |
| 95-th Percentile | 4403.25 |
| Maximum | 196844 |
| Range | 196843 |
| IQR | 1103.5 |
| Mean | 1582.1044 |
|---|---|
| Standard Deviation | 5705.2914 |
| Variance | 3.255e+07 |
| Sum | 4.6957e+06 |
| Skewness | 18.7282 |
| Kurtosis | 515.8697 |
| Coefficient of Variation | 3.6061 |
numerical
| Approximate Distinct Count | 341 |
|---|---|
| Approximate Unique (%) | 11.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Memory Size | 46.4 KB |
| Mean | 79.3494 |
| Minimum | 1 |
| Maximum | 1786 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negatives | 0 |
| Negatives (%) | 0.0% |
| Minimum | 1 |
|---|---|
| 5-th Percentile | 7 |
| Q1 | 26 |
| Median | 52 |
| Q3 | 101 |
| 95-th Percentile | 233.65 |
| Maximum | 1786 |
| Range | 1785 |
| IQR | 75 |
| Mean | 79.3494 |
|---|---|
| Standard Deviation | 96.8613 |
| Variance | 9382.1141 |
| Sum | 235509 |
| Skewness | 6.3871 |
| Kurtosis | 82.2623 |
| Coefficient of Variation | 1.2207 |
numerical
| Approximate Distinct Count | 2965 |
|---|---|
| Approximate Unique (%) | 99.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Memory Size | 46.4 KB |
| Mean | 32.9943 |
| Minimum | 2.1506 |
| Maximum | 4453.43 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negatives | 0 |
| Negatives (%) | 0.0% |
| Minimum | 2.1506 |
|---|---|
| 5-th Percentile | 4.9159 |
| Q1 | 13.1181 |
| Median | 17.9534 |
| Q3 | 24.9818 |
| 95-th Percentile | 90.0521 |
| Maximum | 4453.43 |
| Range | 4451.2794 |
| IQR | 11.8637 |
| Mean | 32.9943 |
|---|---|
| Standard Deviation | 119.5321 |
| Variance | 14287.9147 |
| Sum | 97926.9539 |
| Skewness | 25.1443 |
| Kurtosis | 811.5938 |
| Coefficient of Variation | 3.6228 |
numerical
| Approximate Distinct Count | 1258 |
|---|---|
| Approximate Unique (%) | 42.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Memory Size | 46.4 KB |
| Mean | 67.3021 |
| Minimum | 1 |
| Maximum | 366 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negatives | 0 |
| Negatives (%) | 0.0% |
| Minimum | 1 |
|---|---|
| 5-th Percentile | 8 |
| Q1 | 25.9173 |
| Median | 48.2679 |
| Q3 | 85.3333 |
| 95-th Percentile | 200.65 |
| Maximum | 366 |
| Range | 365 |
| IQR | 59.416 |
| Mean | 67.3021 |
|---|---|
| Standard Deviation | 63.5054 |
| Variance | 4032.9306 |
| Sum | 199752.7303 |
| Skewness | 2.065 |
| Kurtosis | 4.8978 |
| Coefficient of Variation | 0.9436 |
numerical
| Approximate Distinct Count | 1225 |
|---|---|
| Approximate Unique (%) | 41.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Memory Size | 46.4 KB |
| Mean | 0.1138 |
| Minimum | 0.00545 |
| Maximum | 17 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negatives | 0 |
| Negatives (%) | 0.0% |
| Minimum | 0.00545 |
|---|---|
| 5-th Percentile | 0.008894 |
| Q1 | 0.01634 |
| Median | 0.0259 |
| Q3 | 0.04948 |
| 95-th Percentile | 1 |
| Maximum | 17 |
| Range | 16.9946 |
| IQR | 0.03314 |
| Mean | 0.1138 |
|---|---|
| Standard Deviation | 0.4082 |
| Variance | 0.1666 |
| Sum | 337.8545 |
| Skewness | 24.8643 |
| Kurtosis | 987.3989 |
| Coefficient of Variation | 3.5862 |
numerical
| Approximate Distinct Count | 213 |
|---|---|
| Approximate Unique (%) | 7.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Memory Size | 46.4 KB |
| Mean | 34.8885 |
| Minimum | 0 |
| Maximum | 9014 |
| Zeros | 1481 |
| Zeros (%) | 49.9% |
| Negatives | 0 |
| Negatives (%) | 0.0% |
| Minimum | 0 |
|---|---|
| 5-th Percentile | 0 |
| Q1 | 0 |
| Median | 1 |
| Q3 | 9 |
| 95-th Percentile | 100 |
| Maximum | 9014 |
| Range | 9014 |
| IQR | 9 |
| Mean | 34.8885 |
|---|---|
| Standard Deviation | 282.8648 |
| Variance | 80012.486 |
| Sum | 103549 |
| Skewness | 21.9643 |
| Kurtosis | 595.1961 |
| Coefficient of Variation | 8.1077 |
numerical
| Approximate Distinct Count | 1978 |
|---|---|
| Approximate Unique (%) | 66.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Memory Size | 46.4 KB |
| Mean | 236.2529 |
| Minimum | 1 |
| Maximum | 6009.3333 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negatives | 0 |
| Negatives (%) | 0.0% |
| Minimum | 1 |
|---|---|
| 5-th Percentile | 44 |
| Q1 | 103.2375 |
| Median | 172.2917 |
| Q3 | 281.5481 |
| 95-th Percentile | 599.58 |
| Maximum | 6009.3333 |
| Range | 6008.3333 |
| IQR | 178.3106 |
| Mean | 236.2529 |
|---|---|
| Standard Deviation | 283.8932 |
| Variance | 80595.3471 |
| Sum | 701198.5657 |
| Skewness | 7.698 |
| Kurtosis | 102.6066 |
| Coefficient of Variation | 1.2016 |
numerical
| Approximate Distinct Count | 906 |
|---|---|
| Approximate Unique (%) | 30.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Memory Size | 46.4 KB |
| Mean | 17.49 |
| Minimum | 0.2 |
| Maximum | 259 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negatives | 0 |
| Negatives (%) | 0.0% |
| Minimum | 0.2 |
|---|---|
| 5-th Percentile | 2 |
| Q1 | 7.6667 |
| Median | 13.6 |
| Q3 | 22.1446 |
| 95-th Percentile | 46 |
| Maximum | 259 |
| Range | 258.8 |
| IQR | 14.478 |
| Mean | 17.49 |
|---|---|
| Standard Deviation | 15.4601 |
| Variance | 239.0155 |
| Sum | 51910.2518 |
| Skewness | 3.4347 |
| Kurtosis | 29.2733 |
| Coefficient of Variation | 0.8839 |